Pandas Profiling Report

Dataset statistics

Number of variables	25
Number of observations	51081
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	9.7 MiB
Average record size in memory	200.0 B

Variable types

Numeric	25

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`ang1` is highly correlated with `ang2` and 6 other fields	High correlation
`ang2` is highly correlated with `ang1` and 6 other fields	High correlation
`ang3` is highly correlated with `ang1` and 6 other fields	High correlation
`ang4` is highly correlated with `ang1` and 6 other fields	High correlation
`ang5` is highly correlated with `ang1` and 6 other fields	High correlation
`ang6` is highly correlated with `ang1` and 6 other fields	High correlation
`ang7` is highly correlated with `ang1` and 6 other fields	High correlation
`ang8` is highly correlated with `ang1` and 6 other fields	High correlation
`imu1` is highly correlated with `imu2` and 4 other fields	High correlation
`imu2` is highly correlated with `imu1` and 5 other fields	High correlation
`imu3` is highly correlated with `imu1` and 6 other fields	High correlation
`imu4` is highly correlated with `imu1` and 6 other fields	High correlation
`imu5` is highly correlated with `imu1` and 6 other fields	High correlation
`imu6` is highly correlated with `imu1` and 6 other fields	High correlation
`imu7` is highly correlated with `imu2` and 5 other fields	High correlation
`imu8` is highly correlated with `imu3` and 4 other fields	High correlation
`ang1` is highly correlated with `ang2` and 6 other fields	High correlation
`ang2` is highly correlated with `ang1` and 6 other fields	High correlation
`ang3` is highly correlated with `ang1` and 6 other fields	High correlation
`ang4` is highly correlated with `ang1` and 6 other fields	High correlation
`ang5` is highly correlated with `ang1` and 6 other fields	High correlation
`ang6` is highly correlated with `ang1` and 6 other fields	High correlation
`ang7` is highly correlated with `ang1` and 6 other fields	High correlation
`ang8` is highly correlated with `ang1` and 6 other fields	High correlation
`imu1` is highly correlated with `imu2`	High correlation
`imu2` is highly correlated with `imu1`	High correlation
`ang1` is highly correlated with `ang2` and 6 other fields	High correlation
`ang2` is highly correlated with `ang1` and 6 other fields	High correlation
`ang3` is highly correlated with `ang1` and 6 other fields	High correlation
`ang4` is highly correlated with `ang1` and 6 other fields	High correlation
`ang5` is highly correlated with `ang1` and 6 other fields	High correlation
`ang6` is highly correlated with `ang1` and 6 other fields	High correlation
`ang7` is highly correlated with `ang1` and 6 other fields	High correlation
`ang8` is highly correlated with `ang1` and 6 other fields	High correlation
`imu1` is highly correlated with `imu2` and 1 other fields	High correlation
`imu2` is highly correlated with `imu1` and 1 other fields	High correlation
`imu3` is highly correlated with `imu1` and 2 other fields	High correlation
`imu4` is highly correlated with `imu3` and 1 other fields	High correlation
`imu5` is highly correlated with `imu4` and 1 other fields	High correlation
`imu6` is highly correlated with `imu5` and 1 other fields	High correlation
`imu7` is highly correlated with `imu6` and 1 other fields	High correlation
`imu8` is highly correlated with `imu7`	High correlation
`lin1` is highly correlated with `lin2`	High correlation
`lin2` is highly correlated with `lin1`	High correlation
`ang1` is highly correlated with `ang2` and 6 other fields	High correlation
`ang2` is highly correlated with `ang1` and 6 other fields	High correlation
`ang3` is highly correlated with `ang1` and 6 other fields	High correlation
`ang4` is highly correlated with `ang1` and 6 other fields	High correlation
`ang5` is highly correlated with `ang1` and 6 other fields	High correlation
`ang6` is highly correlated with `ang1` and 6 other fields	High correlation
`ang7` is highly correlated with `ang1` and 6 other fields	High correlation
`ang8` is highly correlated with `ang1` and 6 other fields	High correlation
`imu1` is highly correlated with `imu2`	High correlation
`imu2` is highly correlated with `imu1`	High correlation
`ang1` has 13347 (26.1%) zeros	Zeros
`ang2` has 13153 (25.7%) zeros	Zeros
`ang3` has 13129 (25.7%) zeros	Zeros
`ang4` has 13053 (25.6%) zeros	Zeros
`ang5` has 13100 (25.6%) zeros	Zeros
`ang6` has 13048 (25.5%) zeros	Zeros
`ang7` has 13113 (25.7%) zeros	Zeros
`ang8` has 13032 (25.5%) zeros	Zeros

Reproduction

Analysis started	2022-07-24 14:05:29.936865
Analysis finished	2022-07-24 14:06:32.054733
Duration	1 minute and 2.12 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

curimu
Real number (ℝ_≥0)

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.487271333

Minimum	0.001509040045
Maximum	639.7474387
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.001509040045
5-th percentile	1.573577218
Q1	3.011770751
median	5.435288344
Q3	10.85514388
95-th percentile	29.62907751
Maximum	639.7474387
Range	639.7459297
Interquartile range (IQR)	7.843373127

Descriptive statistics

Standard deviation	13.91690604
Coefficient of variation (CV)	1.466902922
Kurtosis	356.1412609
Mean	9.487271333
Median Absolute Deviation (MAD)	3.000104973
Skewness	11.52035383
Sum	484619.307
Variance	193.6802736
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.252210094	2	< 0.1%
2.005828672	1	< 0.1%
2.092726853	1	< 0.1%
2.403523989	1	< 0.1%
2.590050579	1	< 0.1%
3.226501902	1	< 0.1%
3.560397008	1	< 0.1%
3.361291884	1	< 0.1%
3.416891946	1	< 0.1%
3.1416831	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001509040045	1	< 0.1%
0.001530868712	1	< 0.1%
0.001606536567	1	< 0.1%
0.001615267958	1	< 0.1%
0.001619629648	1	< 0.1%
0.001664740116	1	< 0.1%
0.001744778053	1	< 0.1%
0.001904847061	1	< 0.1%
0.001933949789	1	< 0.1%
0.002016891705	1	< 0.1%

Value	Count	Frequency (%)
639.7474387	1	< 0.1%
637.0021905	1	< 0.1%
622.3357888	1	< 0.1%
608.2859589	1	< 0.1%
406.7651678	1	< 0.1%
274.4403087	1	< 0.1%
273.7854447	1	< 0.1%
266.1603896	1	< 0.1%
265.0603398	1	< 0.1%
257.8539457	1	< 0.1%

lin1
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	9722
Distinct (%)	19.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4995153263

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548259582
Q1	0.4742330424
median	0.499511294
Q3	0.5244712658
95-th percentile	0.5448972418
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05023822342

Descriptive statistics

Standard deviation	0.02893398129
Coefficient of variation (CV)	0.05792411117
Kurtosis	-1.20840628
Mean	0.4995153263
Median Absolute Deviation (MAD)	0.02511800315
Skewness	0.009533312846
Sum	25515.74238
Variance	0.0008371752733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4710008696	15	< 0.1%
0.4932071701	15	< 0.1%
0.5272948665	15	< 0.1%
0.4914676174	15	< 0.1%
0.5234657194	15	< 0.1%
0.5262386034	15	< 0.1%
0.4619571477	15	< 0.1%
0.4889352909	15	< 0.1%
0.5345369359	15	< 0.1%
0.5403828546	15	< 0.1%
Other values (9712)	50931	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	5	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin2
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	9681
Distinct (%)	19.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4995537413

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548292487
Q1	0.4742697294
median	0.4994973419
Q3	0.5245264556
95-th percentile	0.5449430406
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05025672629

Descriptive statistics

Standard deviation	0.02894080307
Coefficient of variation (CV)	0.05793331262
Kurtosis	-1.208461614
Mean	0.4995537413
Median Absolute Deviation (MAD)	0.02513090617
Skewness	0.008444659272
Sum	25517.70466
Variance	0.0008375700823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.494753125	16	< 0.1%
0.5065652468	16	< 0.1%
0.5376220113	16	< 0.1%
0.5448462831	16	< 0.1%
0.492530851	16	< 0.1%
0.536447413	16	< 0.1%
0.4909726202	16	< 0.1%
0.4755204828	16	< 0.1%
0.5277220235	16	< 0.1%
0.5228071832	16	< 0.1%
Other values (9671)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	6	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin3
Real number (ℝ_≥0)

Distinct	9669
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4995295373

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548422224
Q1	0.4742684532
median	0.4994869484
Q3	0.5244712658
95-th percentile	0.5449012046
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.0502028126

Descriptive statistics

Standard deviation	0.02892729789
Coefficient of variation (CV)	0.05790908391
Kurtosis	-1.208436366
Mean	0.4995295373
Median Absolute Deviation (MAD)	0.02512061965
Skewness	0.00929995061
Sum	25516.46829
Variance	0.0008367885631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.499648789	16	< 0.1%
0.4814615005	16	< 0.1%
0.4971324859	16	< 0.1%
0.5114045639	16	< 0.1%
0.4842174582	16	< 0.1%
0.5341314581	16	< 0.1%
0.5376220113	16	< 0.1%
0.495170899	16	< 0.1%
0.4880682232	16	< 0.1%
0.4659930225	16	< 0.1%
Other values (9659)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	5	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin4
Real number (ℝ_≥0)

Distinct	9663
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4994960329

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548532646
Q1	0.4741827847
median	0.4993309824
Q3	0.5244717392
95-th percentile	0.5449012046
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05028895446

Descriptive statistics

Standard deviation	0.02894611551
Coefficient of variation (CV)	0.05795064145
Kurtosis	-1.210223743
Mean	0.4994960329
Median Absolute Deviation (MAD)	0.02514819766
Skewness	0.01215094435
Sum	25514.75686
Variance	0.0008378776032
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5421953285	16	< 0.1%
0.5013542313	16	< 0.1%
0.5114045639	16	< 0.1%
0.4520833445	16	< 0.1%
0.5376220113	16	< 0.1%
0.5341314581	16	< 0.1%
0.4599088874	16	< 0.1%
0.4764645505	16	< 0.1%
0.4568255589	16	< 0.1%
0.4771261365	16	< 0.1%
Other values (9653)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	6	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin5
Real number (ℝ_≥0)

Distinct	9662
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4994591287

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548532646
Q1	0.4741424001
median	0.4992526758
Q3	0.5244477593
95-th percentile	0.5448916076
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05030535915

Descriptive statistics

Standard deviation	0.02894203086
Coefficient of variation (CV)	0.05794674519
Kurtosis	-1.209657264
Mean	0.4994591287
Median Absolute Deviation (MAD)	0.02515473901
Skewness	0.01365285601
Sum	25512.87175
Variance	0.0008376411505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4700184257	16	< 0.1%
0.495170899	16	< 0.1%
0.492530851	16	< 0.1%
0.4991866866	16	< 0.1%
0.4842174582	16	< 0.1%
0.464429801	16	< 0.1%
0.4585623005	16	< 0.1%
0.5298037546	16	< 0.1%
0.4703892296	16	< 0.1%
0.4613093386	16	< 0.1%
Other values (9652)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	6	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin6
Real number (ℝ_≥0)

Distinct	9662
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.499496214

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548532646
Q1	0.474194617
median	0.4993363765
Q3	0.5244456051
95-th percentile	0.544894722
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05025098809

Descriptive statistics

Standard deviation	0.02892291156
Coefficient of variation (CV)	0.05790416574
Kurtosis	-1.207842297
Mean	0.499496214
Median Absolute Deviation (MAD)	0.02511209306
Skewness	0.01217065041
Sum	25514.76611
Variance	0.0008365348131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5244456051	16	< 0.1%
0.5114045639	16	< 0.1%
0.4937310262	16	< 0.1%
0.4919796508	16	< 0.1%
0.5030429032	16	< 0.1%
0.46263362	16	< 0.1%
0.5376220113	16	< 0.1%
0.4585623005	16	< 0.1%
0.5431256897	16	< 0.1%
0.5448462831	16	< 0.1%
Other values (9652)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	6	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin7
Real number (ℝ_≥0)

Distinct	9661
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4995817636

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.4548476936
Q1	0.4743657989
median	0.4994869484
Q3	0.5244986856
95-th percentile	0.5449028063
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05013288668

Descriptive statistics

Standard deviation	0.028922386
Coefficient of variation (CV)	0.05789319809
Kurtosis	-1.206365162
Mean	0.4995817636
Median Absolute Deviation (MAD)	0.0250755855
Skewness	0.008894297695
Sum	25519.13607
Variance	0.0008365044119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5244456051	16	< 0.1%
0.5130842108	16	< 0.1%
0.4902715727	16	< 0.1%
0.4585623005	16	< 0.1%
0.4599088874	16	< 0.1%
0.4937310262	16	< 0.1%
0.5114045639	16	< 0.1%
0.4771261365	16	< 0.1%
0.51298209	16	< 0.1%
0.5341314581	16	< 0.1%
Other values (9651)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	5	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	6	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

lin8
Real number (ℝ_≥0)

Distinct	9660
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4996176065

Minimum	0.4500110601
Maximum	0.5499974747
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.4500110601
5-th percentile	0.454878285
Q1	0.4744113629
median	0.4995383734
Q3	0.5245568962
95-th percentile	0.5448916076
Maximum	0.5499974747
Range	0.09998641464
Interquartile range (IQR)	0.05014553335

Descriptive statistics

Standard deviation	0.02891821835
Coefficient of variation (CV)	0.05788070311
Kurtosis	-1.207272796
Mean	0.4996176065
Median Absolute Deviation (MAD)	0.02506919465
Skewness	0.005720995282
Sum	25520.96696
Variance	0.0008362633526
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5130842108	16	< 0.1%
0.4842174582	16	< 0.1%
0.4902715727	16	< 0.1%
0.5221090613	16	< 0.1%
0.4755204828	16	< 0.1%
0.51298209	16	< 0.1%
0.5298037546	16	< 0.1%
0.4919796508	16	< 0.1%
0.4585387361	16	< 0.1%
0.5234902665	16	< 0.1%
Other values (9650)	50921	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4500110601	5	< 0.1%
0.450012017	5	< 0.1%
0.4500154525	5	< 0.1%
0.4500201423	5	< 0.1%
0.45002629	5	< 0.1%
0.4500686984	5	< 0.1%
0.4500728348	5	< 0.1%
0.450074774	5	< 0.1%
0.450116151	5	< 0.1%
0.4501208085	5	< 0.1%

Value	Count	Frequency (%)
0.5499974747	5	< 0.1%
0.549989527	5	< 0.1%
0.549981959	5	< 0.1%
0.5499741796	5	< 0.1%
0.5499734917	5	< 0.1%
0.5499495198	5	< 0.1%
0.5499381664	5	< 0.1%
0.5499328627	5	< 0.1%
0.549922039	5	< 0.1%
0.5499150061	5	< 0.1%

ang1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02172627787

Minimum	-0.4
Maximum	0.4
Zeros	13347
Zeros (%)	26.1%
Negative	20783
Negative (%)	40.7%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.1
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.2362742729
Coefficient of variation (CV)	-10.87504608
Kurtosis	-0.8635389854
Mean	-0.02172627787
Median Absolute Deviation (MAD)	0.2
Skewness	0.09176989552
Sum	-1109.8
Variance	0.05582553204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13347	26.1%
-0.4	5591	10.9%
-0.3	5196	10.2%
-0.2	5175	10.1%
-0.1	4821	9.4%
0.1	4473	8.8%
0.4	4231	8.3%
0.3	4134	8.1%
0.2	4113	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5591	10.9%
-0.3	5196	10.2%
-0.2	5175	10.1%
-0.1	4821	9.4%
0	13347	26.1%
0.1	4473	8.8%
0.2	4113	8.1%
0.3	4134	8.1%
0.4	4231	8.3%

Value	Count	Frequency (%)
0.4	4231	8.3%
0.3	4134	8.1%
0.2	4113	8.1%
0.1	4473	8.8%
0	13347	26.1%
-0.1	4821	9.4%
-0.2	5175	10.1%
-0.3	5196	10.2%
-0.4	5591	10.9%

ang2
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02161077504

Minimum	-0.4
Maximum	0.4
Zeros	13153
Zeros (%)	25.7%
Negative	20894
Negative (%)	40.9%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.1
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.2370413539
Coefficient of variation (CV)	-10.9686651
Kurtosis	-0.8758462798
Mean	-0.02161077504
Median Absolute Deviation (MAD)	0.2
Skewness	0.09287647409
Sum	-1103.9
Variance	0.05618860347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13153	25.7%
-0.4	5630	11.0%
-0.2	5228	10.2%
-0.3	5183	10.1%
-0.1	4853	9.5%
0.1	4436	8.7%
0.4	4271	8.4%
0.3	4165	8.2%
0.2	4162	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5630	11.0%
-0.3	5183	10.1%
-0.2	5228	10.2%
-0.1	4853	9.5%
0	13153	25.7%
0.1	4436	8.7%
0.2	4162	8.1%
0.3	4165	8.2%
0.4	4271	8.4%

Value	Count	Frequency (%)
0.4	4271	8.4%
0.3	4165	8.2%
0.2	4162	8.1%
0.1	4436	8.7%
0	13153	25.7%
-0.1	4853	9.5%
-0.2	5228	10.2%
-0.3	5183	10.1%
-0.4	5630	11.0%

ang3
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02072590591

Minimum	-0.4
Maximum	0.4
Zeros	13129
Zeros (%)	25.7%
Negative	20788
Negative (%)	40.7%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.1
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.2376407584
Coefficient of variation (CV)	-11.4658804
Kurtosis	-0.8844140602
Mean	-0.02072590591
Median Absolute Deviation (MAD)	0.2
Skewness	0.08800886046
Sum	-1058.7
Variance	0.05647313006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13129	25.7%
-0.4	5627	11.0%
-0.3	5241	10.3%
-0.2	5136	10.1%
-0.1	4784	9.4%
0.1	4481	8.8%
0.4	4326	8.5%
0.3	4201	8.2%
0.2	4156	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5627	11.0%
-0.3	5241	10.3%
-0.2	5136	10.1%
-0.1	4784	9.4%
0	13129	25.7%
0.1	4481	8.8%
0.2	4156	8.1%
0.3	4201	8.2%
0.4	4326	8.5%

Value	Count	Frequency (%)
0.4	4326	8.5%
0.3	4201	8.2%
0.2	4156	8.1%
0.1	4481	8.8%
0	13129	25.7%
-0.1	4784	9.4%
-0.2	5136	10.1%
-0.3	5241	10.3%
-0.4	5627	11.0%

ang4
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02047923886

Minimum	-0.4
Maximum	0.4
Zeros	13053
Zeros (%)	25.6%
Negative	20845
Negative (%)	40.8%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.1
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.238053097
Coefficient of variation (CV)	-11.62411839
Kurtosis	-0.8894016914
Mean	-0.02047923886
Median Absolute Deviation (MAD)	0.2
Skewness	0.08932121647
Sum	-1046.1
Variance	0.05666927698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13053	25.6%
-0.4	5646	11.1%
-0.3	5194	10.2%
-0.2	5188	10.2%
-0.1	4817	9.4%
0.1	4416	8.6%
0.4	4367	8.5%
0.3	4214	8.2%
0.2	4186	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5646	11.1%
-0.3	5194	10.2%
-0.2	5188	10.2%
-0.1	4817	9.4%
0	13053	25.6%
0.1	4416	8.6%
0.2	4186	8.2%
0.3	4214	8.2%
0.4	4367	8.5%

Value	Count	Frequency (%)
0.4	4367	8.5%
0.3	4214	8.2%
0.2	4186	8.2%
0.1	4416	8.6%
0	13053	25.6%
-0.1	4817	9.4%
-0.2	5188	10.2%
-0.3	5194	10.2%
-0.4	5646	11.1%

ang5
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01972749163

Minimum	-0.4
Maximum	0.4
Zeros	13100
Zeros (%)	25.6%
Negative	20714
Negative (%)	40.6%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.2
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2382111044
Coefficient of variation (CV)	-12.07508328
Kurtosis	-0.8929207638
Mean	-0.01972749163
Median Absolute Deviation (MAD)	0.2
Skewness	0.08362639236
Sum	-1007.7
Variance	0.05674453028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13100	25.6%
-0.4	5629	11.0%
-0.3	5232	10.2%
-0.2	5106	10.0%
-0.1	4747	9.3%
0.1	4448	8.7%
0.4	4376	8.6%
0.3	4256	8.3%
0.2	4187	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5629	11.0%
-0.3	5232	10.2%
-0.2	5106	10.0%
-0.1	4747	9.3%
0	13100	25.6%
0.1	4448	8.7%
0.2	4187	8.2%
0.3	4256	8.3%
0.4	4376	8.6%

Value	Count	Frequency (%)
0.4	4376	8.6%
0.3	4256	8.3%
0.2	4187	8.2%
0.1	4448	8.7%
0	13100	25.6%
-0.1	4747	9.3%
-0.2	5106	10.0%
-0.3	5232	10.2%
-0.4	5629	11.0%

ang6
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01955521623

Minimum	-0.4
Maximum	0.4
Zeros	13048
Zeros (%)	25.5%
Negative	20772
Negative (%)	40.7%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.2
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2383189747
Coefficient of variation (CV)	-12.18697722
Kurtosis	-0.8937479028
Mean	-0.01955521623
Median Absolute Deviation (MAD)	0.2
Skewness	0.08548264276
Sum	-998.9
Variance	0.05679593372
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13048	25.5%
-0.4	5627	11.0%
-0.3	5183	10.1%
-0.2	5157	10.1%
-0.1	4805	9.4%
0.4	4402	8.6%
0.1	4391	8.6%
0.3	4252	8.3%
0.2	4216	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5627	11.0%
-0.3	5183	10.1%
-0.2	5157	10.1%
-0.1	4805	9.4%
0	13048	25.5%
0.1	4391	8.6%
0.2	4216	8.3%
0.3	4252	8.3%
0.4	4402	8.6%

Value	Count	Frequency (%)
0.4	4402	8.6%
0.3	4252	8.3%
0.2	4216	8.3%
0.1	4391	8.6%
0	13048	25.5%
-0.1	4805	9.4%
-0.2	5157	10.1%
-0.3	5183	10.1%
-0.4	5627	11.0%

ang7
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.01893267555

Minimum	-0.4
Maximum	0.4
Zeros	13113
Zeros (%)	25.7%
Negative	20651
Negative (%)	40.4%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.2
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2383996257
Coefficient of variation (CV)	-12.591967
Kurtosis	-0.8950702089
Mean	-0.01893267555
Median Absolute Deviation (MAD)	0.2
Skewness	0.08169974491
Sum	-967.1
Variance	0.05683438155
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13113	25.7%
-0.4	5607	11.0%
-0.3	5204	10.2%
-0.2	5114	10.0%
-0.1	4726	9.3%
0.1	4435	8.7%
0.4	4414	8.6%
0.3	4296	8.4%
0.2	4172	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5607	11.0%
-0.3	5204	10.2%
-0.2	5114	10.0%
-0.1	4726	9.3%
0	13113	25.7%
0.1	4435	8.7%
0.2	4172	8.2%
0.3	4296	8.4%
0.4	4414	8.6%

Value	Count	Frequency (%)
0.4	4414	8.6%
0.3	4296	8.4%
0.2	4172	8.2%
0.1	4435	8.7%
0	13113	25.7%
-0.1	4726	9.3%
-0.2	5114	10.0%
-0.3	5204	10.2%
-0.4	5607	11.0%

ang8
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.0188347918

Minimum	-0.4
Maximum	0.4
Zeros	13032
Zeros (%)	25.5%
Negative	20711
Negative (%)	40.5%
Memory size	399.2 KiB

Quantile statistics

Minimum	-0.4
5-th percentile	-0.4
Q1	-0.2
median	0
Q3	0.2
95-th percentile	0.4
Maximum	0.4
Range	0.8
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.2384098426
Coefficient of variation (CV)	-12.65794946
Kurtosis	-0.8953501291
Mean	-0.0188347918
Median Absolute Deviation (MAD)	0.2
Skewness	0.08285690901
Sum	-962.1
Variance	0.05683925307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	13032	25.5%
-0.4	5599	11.0%
-0.3	5174	10.1%
-0.2	5152	10.1%
-0.1	4786	9.4%
0.4	4434	8.7%
0.1	4414	8.6%
0.3	4257	8.3%
0.2	4233	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	5599	11.0%
-0.3	5174	10.1%
-0.2	5152	10.1%
-0.1	4786	9.4%
0	13032	25.5%
0.1	4414	8.6%
0.2	4233	8.3%
0.3	4257	8.3%
0.4	4434	8.7%

Value	Count	Frequency (%)
0.4	4434	8.7%
0.3	4257	8.3%
0.2	4233	8.3%
0.1	4414	8.6%
0	13032	25.5%
-0.1	4786	9.4%
-0.2	5152	10.1%
-0.3	5174	10.1%
-0.4	5599	11.0%

imu1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.150645271

Minimum	0.0005618717145
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0005618717145
5-th percentile	0.582127087
Q1	1.365786688
median	2.533487358
Q3	6.977893783
95-th percentile	23.48281477
Maximum	180.6440079
Range	180.6434461
Interquartile range (IQR)	5.612107094

Descriptive statistics

Standard deviation	9.374976784
Coefficient of variation (CV)	1.524226544
Kurtosis	29.19757931
Mean	6.150645271
Median Absolute Deviation (MAD)	1.563529648
Skewness	4.147411917
Sum	314181.1111
Variance	87.89018969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3226834819	2	< 0.1%
0.3754403287	1	< 0.1%
2.68204284	1	< 0.1%
1.454334766	1	< 0.1%
1.285260127	1	< 0.1%
1.259822455	1	< 0.1%
1.315308106	1	< 0.1%
1.606017707	1	< 0.1%
1.564202155	1	< 0.1%
1.837990196	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005618717145	1	< 0.1%
0.0005741668376	1	< 0.1%
0.000599649233	1	< 0.1%
0.0006342152285	1	< 0.1%
0.0006426588779	1	< 0.1%
0.0006585546675	1	< 0.1%
0.0006591825188	1	< 0.1%
0.000662654079	1	< 0.1%
0.0006652327709	1	< 0.1%
0.0006653174164	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
142.6939824	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
129.1805551	1	< 0.1%
126.0269058	1	< 0.1%
121.9782912	1	< 0.1%

imu2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.153860728

Minimum	0.0005351743934
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0005351743934
5-th percentile	0.5835485711
Q1	1.37225189
median	2.541867735
Q3	6.993719764
95-th percentile	23.48148435
Maximum	180.6440079
Range	180.6434728
Interquartile range (IQR)	5.621467873

Descriptive statistics

Standard deviation	9.36168082
Coefficient of variation (CV)	1.52126953
Kurtosis	29.41668761
Mean	6.153860728
Median Absolute Deviation (MAD)	1.571910024
Skewness	4.157588211
Sum	314345.3598
Variance	87.64106777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2239364875	2	< 0.1%
0.2560352284	1	< 0.1%
2.921599904	1	< 0.1%
1.606017707	1	< 0.1%
1.564202155	1	< 0.1%
1.837990196	1	< 0.1%
1.788998927	1	< 0.1%
1.754099217	1	< 0.1%
1.324172729	1	< 0.1%
2.68204284	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005351743934	1	< 0.1%
0.0005449757215	1	< 0.1%
0.0005741668376	1	< 0.1%
0.0006019972196	1	< 0.1%
0.0006233999797	1	< 0.1%
0.0006342152285	1	< 0.1%
0.0006585546675	1	< 0.1%
0.000662654079	1	< 0.1%
0.0006652327709	1	< 0.1%
0.0006725697987	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
142.6939824	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%
129.1805551	1	< 0.1%
121.9782912	1	< 0.1%

imu3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.17304221

Minimum	0.0005351743934
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0005351743934
5-th percentile	0.5822147978
Q1	1.370059152
median	2.546241445
Q3	7.027725303
95-th percentile	23.50207832
Maximum	180.6440079
Range	180.6434728
Interquartile range (IQR)	5.657666151

Descriptive statistics

Standard deviation	9.378307464
Coefficient of variation (CV)	1.51923592
Kurtosis	29.20520923
Mean	6.17304221
Median Absolute Deviation (MAD)	1.577748756
Skewness	4.142019018
Sum	315325.1691
Variance	87.95265089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4713865807	2	< 0.1%
0.2506498785	1	< 0.1%
5.923538136	1	< 0.1%
1.324172729	1	< 0.1%
2.68204284	1	< 0.1%
2.380691277	1	< 0.1%
2.867495819	1	< 0.1%
3.085420595	1	< 0.1%
2.921599904	1	< 0.1%
1.999794198	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005351743934	1	< 0.1%
0.0005741668376	1	< 0.1%
0.0006005711639	1	< 0.1%
0.0006019972196	1	< 0.1%
0.0006233999797	1	< 0.1%
0.0006500979123	1	< 0.1%
0.000660136541	1	< 0.1%
0.0006719758881	1	< 0.1%
0.0006725697987	1	< 0.1%
0.0006746808847	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
142.6939824	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%
129.1805551	1	< 0.1%
121.9782912	1	< 0.1%

imu4
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.169694803

Minimum	0.0005259112718
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0005259112718
5-th percentile	0.5714130874
Q1	1.366168226
median	2.54102313
Q3	7.024841728
95-th percentile	23.46966658
Maximum	180.6440079
Range	180.643482
Interquartile range (IQR)	5.658673502

Descriptive statistics

Standard deviation	9.378301709
Coefficient of variation (CV)	1.520059259
Kurtosis	29.13625462
Mean	6.169694803
Median Absolute Deviation (MAD)	1.58006073
Skewness	4.135959906
Sum	315154.1802
Variance	87.95254294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3636688782	2	< 0.1%
0.3996920532	1	< 0.1%
9.096774128	1	< 0.1%
2.921599904	1	< 0.1%
1.999794198	1	< 0.1%
1.963016689	1	< 0.1%
1.505987558	1	< 0.1%
5.409195032	1	< 0.1%
5.923538136	1	< 0.1%
7.228757568	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005259112718	1	< 0.1%
0.0005351743934	1	< 0.1%
0.0005741668376	1	< 0.1%
0.0005948006687	1	< 0.1%
0.0006019972196	1	< 0.1%
0.0006118290073	1	< 0.1%
0.0006233999797	1	< 0.1%
0.0006302292232	1	< 0.1%
0.0006500979123	1	< 0.1%
0.0006666000748	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
142.6939824	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%
129.1805551	1	< 0.1%
121.9782912	1	< 0.1%

imu5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.176043864

Minimum	0.0005259112718
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0005259112718
5-th percentile	0.558894935
Q1	1.360967084
median	2.540689015
Q3	7.02898851
95-th percentile	23.4846664
Maximum	180.6440079
Range	180.643482
Interquartile range (IQR)	5.668021426

Descriptive statistics

Standard deviation	9.406632709
Coefficient of variation (CV)	1.523083857
Kurtosis	28.86283351
Mean	6.176043864
Median Absolute Deviation (MAD)	1.585656577
Skewness	4.122414118
Sum	315478.4966
Variance	88.48473892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3421878935	2	< 0.1%
0.3168154146	1	< 0.1%
14.4871752	1	< 0.1%
5.923538136	1	< 0.1%
7.228757568	1	< 0.1%
9.908425165	1	< 0.1%
11.48510705	1	< 0.1%
8.811212244	1	< 0.1%
9.096774128	1	< 0.1%
7.604271271	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005259112718	1	< 0.1%
0.0005351743934	1	< 0.1%
0.0005449757215	1	< 0.1%
0.0005698911892	1	< 0.1%
0.0005741668376	1	< 0.1%
0.0005948006687	1	< 0.1%
0.0005984803754	1	< 0.1%
0.0006005711639	1	< 0.1%
0.0006019972196	1	< 0.1%
0.0006233999797	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
142.6939824	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%
129.1805551	1	< 0.1%
121.9782912	1	< 0.1%

imu6
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.147064496

Minimum	0.0004801165657
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0004801165657
5-th percentile	0.5375661804
Q1	1.347984328
median	2.523298863
Q3	6.973802154
95-th percentile	23.47842755
Maximum	180.6440079
Range	180.6435278
Interquartile range (IQR)	5.625817825

Descriptive statistics

Standard deviation	9.404225774
Coefficient of variation (CV)	1.529872637
Kurtosis	28.99701736
Mean	6.147064496
Median Absolute Deviation (MAD)	1.581744018
Skewness	4.134367408
Sum	313998.2015
Variance	88.4394624
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2540230971	2	< 0.1%
0.2973640455	1	< 0.1%
6.914897629	1	< 0.1%
9.096774128	1	< 0.1%
7.604271271	1	< 0.1%
6.959048681	1	< 0.1%
7.120072244	1	< 0.1%
11.01794396	1	< 0.1%
14.4871752	1	< 0.1%
14.88880659	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0004801165657	1	< 0.1%
0.0005259112718	1	< 0.1%
0.0005351743934	1	< 0.1%
0.0005449757215	1	< 0.1%
0.0005550944803	1	< 0.1%
0.0005698911892	1	< 0.1%
0.0005741668376	1	< 0.1%
0.0005866376745	1	< 0.1%
0.0005948006687	1	< 0.1%
0.0005984803754	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
142.6939824	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%
129.1805551	1	< 0.1%
121.9782912	1	< 0.1%

imu7
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.115184697

Minimum	0.0004307035059
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0004307035059
5-th percentile	0.5022806291
Q1	1.331163219
median	2.498648105
Q3	6.923817407
95-th percentile	23.47559294
Maximum	180.6440079
Range	180.6435772
Interquartile range (IQR)	5.592654188

Descriptive statistics

Standard deviation	9.448797234
Coefficient of variation (CV)	1.545136852
Kurtosis	30.62264531
Mean	6.115184697
Median Absolute Deviation (MAD)	1.574838964
Skewness	4.231049834
Sum	312369.7495
Variance	89.27976917
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3568262755	2	< 0.1%
0.1744278349	1	< 0.1%
8.897453285	1	< 0.1%
14.4871752	1	< 0.1%
14.88880659	1	< 0.1%
13.34594906	1	< 0.1%
11.67837212	1	< 0.1%
8.247768557	1	< 0.1%
6.914897629	1	< 0.1%
4.78523137	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0004307035059	1	< 0.1%
0.0004801165657	1	< 0.1%
0.0005259112718	1	< 0.1%
0.0005351743934	1	< 0.1%
0.0005449757215	1	< 0.1%
0.0005550944803	1	< 0.1%
0.0005593118157	1	< 0.1%
0.0005698911892	1	< 0.1%
0.0005741668376	1	< 0.1%
0.0005888131133	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
144.8324684	1	< 0.1%
142.6939824	1	< 0.1%
137.5169659	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%

imu8
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	51080
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.070704724

Minimum	0.0004307035059
Maximum	180.6440079
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	399.2 KiB

Quantile statistics

Minimum	0.0004307035059
5-th percentile	0.4526367205
Q1	1.313472331
median	2.472997671
Q3	6.85175835
95-th percentile	23.43953952
Maximum	180.6440079
Range	180.6435772
Interquartile range (IQR)	5.538286019

Descriptive statistics

Standard deviation	9.466598698
Coefficient of variation (CV)	1.559390405
Kurtosis	30.95155219
Mean	6.070704724
Median Absolute Deviation (MAD)	1.567700301
Skewness	4.270319382
Sum	310097.668
Variance	89.61649092
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2705425098	2	< 0.1%
0.4083954788	1	< 0.1%
16.65358321	1	< 0.1%
6.914897629	1	< 0.1%
5.613972598	1	< 0.1%
6.667333612	1	< 0.1%
10.2064522	1	< 0.1%
8.693493145	1	< 0.1%
8.510043774	1	< 0.1%
14.12036096	1	< 0.1%
Other values (51070)	51070	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0004307035059	1	< 0.1%
0.0004435145341	1	< 0.1%
0.0004801165657	1	< 0.1%
0.0005259112718	1	< 0.1%
0.0005351743934	1	< 0.1%
0.0005412181415	1	< 0.1%
0.0005550944803	1	< 0.1%
0.0005593118157	1	< 0.1%
0.0005698911892	1	< 0.1%
0.0005741668376	1	< 0.1%

Value	Count	Frequency (%)
180.6440079	1	< 0.1%
179.6358715	1	< 0.1%
165.058089	1	< 0.1%
164.6280282	1	< 0.1%
144.8324684	1	< 0.1%
142.6939824	1	< 0.1%
135.7797965	1	< 0.1%
134.1245398	1	< 0.1%
130.3829039	1	< 0.1%
130.0237009	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	curimu	lin1	lin2	lin3	lin4	lin5	lin6	lin7	lin8	ang1	ang2	ang3	ang4	ang5	ang6	ang7	ang8	imu1	imu2	imu3	imu4	imu5	imu6	imu7	imu8
0	2.005829	0.471001	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.1	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	0.375440	0.256035	0.250650	0.399692	0.316815	0.297364	0.174428	0.408395
1	5.077773	0.471001	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.1	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	0.588217	0.347608	0.227785	0.344677	0.325502	0.146554	0.257619	0.459798
2	9.385077	0.471001	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.1	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	0.656450	0.349765	0.257568	0.532811	0.342276	0.136015	0.342532	0.577702
3	11.020949	0.471001	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.1	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	0.249036	0.303957	0.278687	0.344972	0.325514	0.122412	0.417641	0.538833
4	17.421361	0.471001	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.1	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	0.245724	0.325934	0.457967	0.355829	0.240384	0.157346	0.456940	0.590840
5	26.503571	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.503520	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	-0.1	0.302286	0.250650	0.399692	0.316815	0.297364	0.174428	0.408395	0.565851
6	26.733352	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.503520	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	-0.1	0.330699	0.227785	0.344677	0.325502	0.146554	0.257619	0.459798	0.697822
7	23.682329	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.503520	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	-0.1	0.389880	0.257568	0.532811	0.342276	0.136015	0.342532	0.577702	0.592299
8	22.073711	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.503520	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	-0.1	0.303957	0.278687	0.344972	0.325514	0.122412	0.417641	0.538833	0.611056
9	15.802541	0.489720	0.548881	0.549349	0.474268	0.465990	0.509955	0.547217	0.503520	0.0	0.1	0.0	0.1	0.0	-0.1	-0.2	-0.1	0.364330	0.457967	0.355829	0.240384	0.157346	0.456940	0.590840	0.485256

Last rows

	curimu	lin1	lin2	lin3	lin4	lin5	lin6	lin7	lin8	ang1	ang2	ang3	ang4	ang5	ang6	ang7	ang8	imu1	imu2	imu3	imu4	imu5	imu6	imu7	imu8
51071	1.742978	0.512582	0.512582	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	-0.1	-0.1	0.0	-0.2	-0.3	-0.2	0.0	-0.2	0.804725	0.735912	0.830152	1.799820	1.366953	1.899977	1.174141	0.793652
51072	1.852426	0.512582	0.512582	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	-0.1	-0.1	0.0	-0.2	-0.3	-0.2	0.0	-0.2	0.900527	0.778627	1.113656	1.584025	1.551286	1.581925	1.755222	0.175166
51073	2.069355	0.512582	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	-0.1	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	0.735912	0.673244	1.145008	1.795140	1.652511	1.266041	1.767106	0.020571
51074	2.451309	0.512582	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	-0.1	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	0.778627	0.775214	1.728143	1.382493	1.591253	1.216104	1.693606	0.006670
51075	2.598603	0.450573	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	0.0	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	0.673244	0.876913	1.771733	1.180934	1.808829	0.820246	1.575102	0.001762
51076	2.787737	0.450573	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	0.0	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	0.775214	0.830152	1.799820	1.366953	1.899977	1.174141	0.793652	0.000940
51077	2.377485	0.450573	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	0.0	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	0.876913	1.113656	1.584025	1.551286	1.581925	1.755222	0.175166	0.001331
51078	2.066167	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	0.504026	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	-0.2	0.830152	1.145008	1.795140	1.652511	1.266041	1.767106	0.020571	0.001360
51079	1.465896	0.450573	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	0.504026	0.0	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	-0.2	1.113656	1.728143	1.382493	1.591253	1.216104	1.693606	0.006670	0.001440
51080	1.322517	0.479858	0.479858	0.538753	0.459805	0.450718	0.522564	0.537368	0.504026	-0.2	-0.2	-0.3	-0.2	0.0	-0.2	-0.3	-0.2	1.145008	1.771733	1.180934	1.808829	0.820246	1.575102	0.001762	0.001688

Most frequently occurring

	curimu	lin1	lin2	lin3	lin4	lin5	lin6	lin7	lin8	ang1	ang2	ang3	ang4	ang5	ang6	ang7	ang8	imu1	imu2	imu3	imu4	imu5	imu6	imu7	imu8	# duplicates
0	7.25221	0.543685	0.478461	0.535771	0.466335	0.528011	0.467213	0.50567	0.534375	0.0	-0.1	0.0	-0.1	0.0	-0.1	0.0	-0.1	0.322683	0.223936	0.471387	0.363669	0.342188	0.254023	0.356826	0.270543	2

Overview

Variables

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequently occurring